Run
7941781

Run 7941781

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.104790255723854
mlr.classif.xgboost(7)_gamma0.00132518775611486
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight84.1058841780532
mlr.classif.xgboost(7)_subsample0.976605939562432
mlr.classif.xgboost(7)_colsample_bytree0.234957511909306
mlr.classif.xgboost(7)_colsample_bylevel0.424519972130656
mlr.classif.xgboost(7)_lambda0.102874853149042
mlr.classif.xgboost(7)_alpha774.182790224751
mlr.classif.xgboost(7)_nrounds2963
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14042.9231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3559
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8209
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.442
UserCPU time millis
473.79
UserCPU time millis testing
0.31
UserCPU time millis training
473.48